s452686/Super-Saper
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add helpers

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This commit is contained in:
matixezor 2021-05-18 15:16:08 +02:00
parent 9ded9c43a2
commit afb9d0e7dd
2 changed files with 31 additions and 14 deletions
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12
src/machine_learning/helpers.py Normal file
View File

@ -0,0 +1,12 @@
from tile import Tile
def get_dataset_from_tile(tile: Tile):
return {
'visibility': tile.visibility,
'stability': tile.stability,
'armed': tile.mine.armed,
'ground': tile.ground,
'mine_type': tile.mine.mine_type,
'pressure_gt_two': True if tile.mine.pressure > 2 else False
}

33
src/main.py
View File

@ -7,6 +7,7 @@ from environment import Environment
from tilesFactory import TilesFactory
from src.search_algoritms.a_star import a_star
from search_algoritms.BFS import breadth_first_search
from machine_learning.helpers import get_dataset_from_tile
from machine_learning.decision_tree import get_decision, tree_root
@ -24,15 +25,27 @@ def handle_keys(env: Environment, agent: Agent, game_ui: GameUi, factory: TilesF
or (agent.direction == 3 and agent.x * 80 > 5)
or (agent.direction == 0 and agent.y * 80 > 0)
or (agent.direction == 2 and agent.y * 80 < 700)):
print('Moving forward')
game_ui.move()
print('Moving forward')
elif event.key == pg.K_SPACE:
if env.field[agent.y][agent.x].mine:
print('Defusing')
tile = env.field[agent.y][agent.x]
dataset = get_dataset_from_tile(tile)
decision = get_decision(dataset, tree_root)
print(f'Data: {dataset}')
print(f'Decision: {decision}')
if decision == 'detonation':
game_ui.kaboom()
env.mine_count -= 1
env.field[agent.y][agent.x] = factory.create_tile(
IMAGES[env.field[agent.y][agent.x].number].parent
)
game_ui.update()
@ -68,27 +81,19 @@ def main():
# path, actions = breadth_first_search(env.field, agent.x, agent.y, agent.direction)
goal = breadth_first_search(env.field, agent.x, agent.y, agent.direction, True)
path, actions = a_star(env.field, agent.x, agent.y, agent.direction, goal)
if not path and not env.field[agent.y][agent.x].mine:
print('Unable to find path, rocks are in the way')
break
print(f'Path{path}')
print(f'Actions:{actions}')
for action in actions:
pg.fastevent.post(pg.event.Event(pg.KEYDOWN, {'key': action}))
goal_tile = env.field[goal[1]][goal[0]]
data = {
'visibility': goal_tile.visibility,
'stability': goal_tile.stability,
'armed': goal_tile.mine.armed,
'ground': goal_tile.ground,
'mine_type': goal_tile.mine.mine_type,
'pressure_gt_two': True if goal_tile.mine.pressure > 2 else False
}
decision = get_decision(data, tree_root)
pg.fastevent.post(pg.event.Event(pg.KEYDOWN, {'key': pg.K_SPACE}))
handle_keys(env, agent, game_ui, factory)
print(data)
print(f'Decision: {decision}')
pg.fastevent.post(pg.event.Event(pg.KEYDOWN, {'key': pg.K_SPACE}))
print('Sector clear')
else:
pg.fastevent.post(event)